Goal templates — Developing

Data Science / Artificial Intelligence / Software Engineering · General · P2 — Developing Professional

These are canon-derived frames, not advice: every line is either verbatim JobFrame canon text or a fixed template wrapping it. ⟨target⟩ / ⟨baseline⟩ / ⟨date⟩ are placeholders for the manager to fill in. Nothing here is generated by AI — rows are omitted, never invented, when the canon lacks the underlying field.

MBO areas

Key result areas from this level's responsibilities, each with a standard grounded in the canon leveling rubric where one exists.

Area	Standard	Target	Due
Implement standard neural network architectures	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Tune hyperparameters	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Maintain and update codebase	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Collaborate with team members on projects	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Conduct code reviews	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Develop test cases	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Optimize model performance	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩
Assist in project documentation	Consistent with this level's decision rights: "Routine technical choices within guidance"	⟨target⟩	⟨date⟩

Copy / print as textshow ▾

1. Area: Implement standard neural network architectures  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

2. Area: Tune hyperparameters  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

3. Area: Maintain and update codebase  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

4. Area: Collaborate with team members on projects  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

5. Area: Conduct code reviews  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

6. Area: Develop test cases  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

7. Area: Optimize model performance  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

8. Area: Assist in project documentation  [source: responsibility (component)]
   Standard: Consistent with this level's decision rights: "Routine technical choices within guidance"
   Target:   ⟨target⟩   Due: ⟨date⟩

Scorecard

Only perspectives with real canon backing are shown — no Financial or Customer perspective, since nothing in the canon grounds business-financial or customer measures for a role alone.

Learning & growth

Proficiency: "Critical Thinking"→ ⟨target⟩ by ⟨date⟩
Proficiency: "Reading Comprehension"→ ⟨target⟩ by ⟨date⟩
Proficiency: "Active Listening"→ ⟨target⟩ by ⟨date⟩
Proficiency: "Complex Problem Solving"→ ⟨target⟩ by ⟨date⟩
Proficiency: "Speaking"→ ⟨target⟩ by ⟨date⟩
Proficiency: "Programming"→ ⟨target⟩ by ⟨date⟩

Role calibration

Meets the scope bar: "Defined deliverables / small features"→ ⟨target⟩ by ⟨date⟩
Meets the autonomy bar: "General supervision; reviewed at milestones"→ ⟨target⟩ by ⟨date⟩
Meets the complexity bar: "Some non-routine problems; applies established patterns"→ ⟨target⟩ by ⟨date⟩
Meets the impact bar: "Own and immediate-team deliverables"→ ⟨target⟩ by ⟨date⟩
Meets the decision rights bar: "Routine technical choices within guidance"→ ⟨target⟩ by ⟨date⟩
Meets the leadership bar: "May guide interns"→ ⟨target⟩ by ⟨date⟩

Copy / print as textshow ▾

Learning & growth
  - Proficiency: "Critical Thinking"  →  ⟨target⟩ by ⟨date⟩   [source: O*NET skill (MF-118 KSA)]
  - Proficiency: "Reading Comprehension"  →  ⟨target⟩ by ⟨date⟩   [source: O*NET skill (MF-118 KSA)]
  - Proficiency: "Active Listening"  →  ⟨target⟩ by ⟨date⟩   [source: O*NET skill (MF-118 KSA)]
  - Proficiency: "Complex Problem Solving"  →  ⟨target⟩ by ⟨date⟩   [source: O*NET skill (MF-118 KSA)]
  - Proficiency: "Speaking"  →  ⟨target⟩ by ⟨date⟩   [source: O*NET skill (MF-118 KSA)]
  - Proficiency: "Programming"  →  ⟨target⟩ by ⟨date⟩   [source: O*NET skill (MF-118 KSA)]

Role calibration
  - Meets the scope bar: "Defined deliverables / small features"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Scope)]
  - Meets the autonomy bar: "General supervision; reviewed at milestones"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Autonomy)]
  - Meets the complexity bar: "Some non-routine problems; applies established patterns"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Complexity)]
  - Meets the impact bar: "Own and immediate-team deliverables"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Impact)]
  - Meets the decision rights bar: "Routine technical choices within guidance"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Decision rights)]
  - Meets the leadership bar: "May guide interns"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Leadership)]